Attendance is open to all, subject to any room occupancy constraints. At the least a single writer of each acknowledged submission has to be present on the workshop.
We also invite papers that have been published at other venues to spark conversations and foster new collaborations. Submissions may include nearly four web pages in addition a single added page only for references.
Along with the immediate growth of Sophisticated tactics on the intersection amongst details concept and device learning, which include neural community-centered or matrix-based mostly mutual facts estimator, tighter generalization bounds by details idea, deep generative models and causal representation Discovering, information theoretic solutions can offer new Views and ways to deep Studying to the central issues of generalization, robustness, explainability, and offer you new alternatives to distinctive deep Studying relevant AI programs.
"I instantly used the ideas and expertise I acquired from my courses to an enjoyable new challenge at operate."
Registration for this plan is done via Emeritus. You may Make contact with us at [email protected]
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BERT and GPT in NLP and SimCLR and BYOL in CV are well-known examples in this direction. Not too long ago self-supervised techniques for speech/audio processing also are getting focus. There have been two workshops on similar topics hosted at ICML 2020 and NeurIPS 2020, and each workshops observed favourable feed-back and overpowering participation. We've been fired up to continue endorsing innovation in self-supervision to the speech/audio processing fields and inspiring the fields to lead to the overall device Understanding Local community. The target of this workshop is to attach researchers in self-supervision inside and outdoors the speech and audio fields to debate chopping-edge engineering, inspire Tips and collaborations, and push the analysis frontier.
Responsible Generative AI AI is a novel and possibly disruptive technological know-how, so it has to meet up with the very best ethical benchmarks. Get the talents needed to build responsibly.
Neural networks with many (deep) layers empower Discovering by means of performing tasks continuously and tweaking them a little bit to Increase the outcome.
This class can help you make the most of OpenAI’s API to write simpler prompts, find out how significant language products can be utilized to perform responsibilities like text transformation and check here summarizing, and train you how to method and establish a customized AI chatbot.
50 % working day event featuring a panel, invited and keynote speakers and shows selected via a CFP.
Biomedical picture processing, scientific graphic plagiarism detection, and details visualization; Code/Pseudo-code generation from text and im-age/diagram captioning, New language being familiar with resources for example new syn-tactic/semantic parsers, language designs or approaches to encode scholarly text;
As a fast paced Doing the job Expert, I’m exceptionally grateful for the pliability this plan made available devoid of diminishing the material and working experience of arms-on Studying.
Acknowledged submissions could have the choice of currently being posted on the web about the workshop Internet site. For authors who don't desire their papers to become posted on the internet, remember to point out this during the workshop submission. The submissions need to be anonymized.